CN104574157A - Method for achieving intelligent matching of medical instrument B2B website orders - Google Patents

Abstract

The invention provides a method for achieving intelligent matching of medical instrument B2B website orders, belongs to the field of electronic commerce, and relates to the order intelligent matching technology. The method is characterized in that an order issuing module, an order matching module and a multi-Agent autonomous intelligent work module are included, wherein the order matching module is composed of a matching model library and an order matching process, the order matching process includes the four steps of firstly, order content decomposition, secondly, matching model selection, thirdly, intelligent matching execution and fourthly, matching result output. Compared with the prior art, the method has the advantages that the characteristics of autonomy, reactivity and adaptability of Agents are fully utilized, autonomous intelligent matching of the medical instrument B2B website orders is achieved, and labor and time investment for website order management is greatly saved; the order individual matching service function is achieved, good experience is provided for supply and demand sides, and the order trading volume can be improved.

Description

A kind of implementation method of medicine equipment B2B websites order Intelligent Matching

Technical field

The invention belongs to e-commerce field, be specifically related to order Intelligent Matching technology, particularly a kind of implementation method of medicine equipment B2B websites order Intelligent Matching.

Background technology

In recent years, along with the develop rapidly of China's internet communication technology, and online merchants significantly increase the facilitation with online payment means, ecommerce is swift and violent in China's development, " two 11 " of 2014, Alibaba's whole day turnover reaches surprising 57,100,000,000 yuan, because shopping online does not limit by business hours and region like that by solid shop/brick and mortar store shopping, thus the favor of extremely more and more consumer, also trigger all kinds of goods providers and release respective e-commerce platform one after another, medicine equipment B2B websites just belongs to one of them.Current, every medical reform measure of China just moves forward steadily, online transaction medicine equipment becomes possibility, due to domestic be at present that medicine equipment is carried out management and control as more special commodity, it is undertaken by the medicine equipment B2B websites with " internet medicine transactional services qualification certificate " mostly in online transaction, the middle flow link of medicine equipment both parties is made to greatly reduce like this, reduce buying difficulty, saved cost, carried out e-commerce transaction the liking deeply by both parties of medicine equipment by medicine equipment B2B websites.But, along with increasing of medicine equipment B2B websites registrar amount, and the growth of online medical treatment apparatus transaction count, in the execution of order with in management, often force Web Hosting side to drop into a large amount of manpower and time to handle order well in time.Therefore, how to promote the efficiency of order processing, carry out the function of order personalized service, bring both sides of supply and demand good experience, be an extremely important and significant job concerning B2B websites operator.

At present, to the management of medicine equipment B2B websites order, substantially be all based on artificial treatment, when need to buy the businessman user of medicine equipment filled on medicine equipment B2B websites required medicine equipment model, quantity, price etc. information and after issuing order, medical supplies business needs could obtain this sequence information by inquiry, the status tracking of this order and process afterwards, all manually having come of B2B websites operator input, although this mode can process order, the following problem of ubiquity:

(1) when suscribing to single-shot cloth One's name is legion on the net, need to drop into a large amount of manpower and the time goes to process order, adding people is possible of makeing mistakes, and information effectively cannot be passed to medical supplies business;

(2) when some personalized service requirements appear in order, as: when order publisher indicates " please in deliver goods Tuesday " in Order Remarks information, this order by manually going operation, can only bring the operating experience weak effect of both sides of supply and demand.

Summary of the invention

The object of the invention is the weak point for the order management of existing medicine equipment B2B websites, introduce Agent technology to process order, autonomous intelligence coupling and the order individualized fit of medicine equipment B2B websites order is realized by making full use of the independence of Agent, reactivity and adaptive feature, to reach the saving that manpower in the order management of website and time drops into, and bring both sides of supply and demand good experience, help the object improving Order volume.

For achieving the above object, the present invention adopts following technical scheme, comprises following content:

1, a kind of implementation method of medicine equipment B2B websites order Intelligent Matching, it is characterized in that, comprising: order release module, order matching module and multi-Agent autonomous intelligence operational module totally three modules, and four steps of order coupling performed by flow process, wherein

Described order release module, be made up of order number generation and order contents, when the model needing the businessman user buying medicine equipment to fill in required medicine equipment on medicine equipment B2B websites, quantity, price, time of delivery, logistic requirements, after remark information, order will be created, its order number generates according to order number create-rule, now order status is " creating ", then after user performs the operation of issuing order, order status becomes " issuing ", now, order Agent will be synchronously created out on JADE (Java Agent Development Framework) platform,

Described order matching module, mates flow process by Matching Model storehouse and order and forms, for Auto-matching in the medical supplies business from registration go out to meet issue the supplier of order contents constraint condition;

Described multi-Agent autonomous intelligence operational module, comprise: order management Agent, resource management Agent, device supply business Agent and logistics service provider Agent, they carry out management and control by Multi-Agent model workflow, autonomous intelligence ground with order release module and order matching module mutual, thus complete order coupling, wherein

Order management Agent: for carrying out following the tracks of to the state of order and managing, the state of order has " creating ", " issuing ", " completing " three kinds;

Resource management Agent: for the management increasing the information of medical supplies business, logistics service provider and registered enterprise user, delete, change, look into;

Device supply business Agent: the product for providing device supply business manages, the behavior comprised has ManageProductPrice (management apparatus behavior price) and ManageProductService (management apparatus service behavior);

Logistics service provider Agent: the service for providing logistics service provider manages, the behavior comprised has ManageLogisticsPrice (behavior price is transported in management logistics), ManageLogisticsService (management logistics service behavior) and ManageLogisticsValidTime (behavior of the management logistics term of validity);

2, the implementation method of a kind of medicine equipment B2B websites order Intelligent Matching according to claim 1, is characterized in that: described order matching module, mates flow process form by Matching Model storehouse and order, wherein,

Matching Model storehouse: according to price, build model to the model constrained condition specified by delivery date and remark information, be stored in Matching Model storehouse, for medicine equipment order price minimum and the shortest to delivery date constructed by model bank as follows:

${\mathrm{Model}}_{\min (p\∩T)}=\min \left(\underset{i=1}{\overset{m}{\mathrm{\Σ}}}{P}_i\right)\∩\min \left(\underset{j=1}{\overset{n}{\mathrm{\Σ}}}{T}_j\right)$

In above formula,

I=1 ... m, confession under directions the medical supplies business of order product should have m;

J=1 ... n, refers to that the logistics service provider being responsible for transporting this order product has n;

P _irefer to the price that i-th candidate supplier provides;

T _jrefer to the delivery required time that jth candidate's logistics service provider provides;

Order coupling flow process: four steps comprised are as follows:

Step 1: order contents is decomposed; Order is decomposed according to the price in order contents, time of delivery, logistic requirements, remark information;

Step 2: select Matching Model; According to the demand of order user select from Matching Model storehouse price priority model, to delivery date priority model, remark information priority model or the built-up pattern them;

Step 3: perform Intelligent Matching; In JADE platform invoke step 2, selected model carries out Intelligent Matching;

Step 4: output matching result; , list the result medical supplies business and logistics service provider that meet coupling, according to order of quality list display from top to bottom;

3, the implementation method of a kind of medicine equipment B2B websites order Intelligent Matching according to claim 1, it is characterized in that: described multi-Agent autonomous intelligence operational module, carry out management and control by Multi-Agent model workflow, its workflow is as follows:

Flow process 1: obtain address to be migrated; Order Agent gets the address information of first medicine equipment target offerings business from resource management Agent;

Flow process 2: start migration: order Agent carries the address transfer of demand enterprise customer sequence information to medicine equipment target offerings business;

Flow process 3: mutual with supplier: order Agent moves to target offerings business place, carries out alternately, getting the answer result of device supply business Agent with device supply business Agent;

Flow process 4: return results: order Agent is carried at the answer result that device supply business locates to obtain, demand enterprise customer place is got back in migration again;

Flow process 5: judge: order management Agent judges whether this result meets order constraint condition, if met, preserve the information of this medicine equipment target offerings business, then the address information of next medicine equipment target offerings business is obtained from resource management Agent, if also have the address information of next medicine equipment target offerings business, then proceed to flow process 2; If there is no next address information, then proceed to flow process 6;

Flow process 6: terminate: whole medicine equipment target offerings business that flow process 5 is preserved by order management Agent list, and return to demand enterprise customer, process ends after selecting for it.

Accompanying drawing explanation

Fig. 1 is integrated stand composition of the present invention.

Fig. 2 is website homepage surface chart of the present invention.

Fig. 3 is Agent Platform Management Interface of the present invention.

Fig. 4 is medicine equipment order processing process flow diagram of the present invention.

Embodiment

With reference to the accompanying drawings, various enforcement of the present invention is described in further detail.

Fig. 1 shows integrated stand composition of the present invention.The present invention includes order release module (1), order matching module (2) and multi-Agent autonomous intelligence operational module (3) totally three modules, wherein, it is follow certain rule that the inner order number of order release module (1) generates, specific rules adopts " date+6 random numbers (not repeating) ", such as: certain order number on Dec 25th, 2014 is 20141225037972, the code sample generating the create_order_id () function of order number is shown in annex 1.The inner order Agent of order release module (1) is mobile Agent, and JADE (Java Agent Development Framework) platform creates out.Order table in the order contents correspondence database that order release module (1) is inner, for storing the relevant information of order, order table structure comprises the field such as model, the name of an article, quantity, price, discount, time of delivery, logistic requirements, remark information, order status of order number, medicine equipment, specifically as shown in table 1.

Table 1

Order matching module (2) mates flow process by Matching Model storehouse and order and forms, wherein, order Matching Model storehouse comprises single constraint condition model and combined constraint conditions model, constraint condition has price, quantity, to delivery date and remark information etc., being expressed as follows of combined constraint conditions model bank:

Model＝f(P,Q,D,R)

In above formula, P refers to price constraints condition; Q exponential quantity constraint condition; D points to delivery date constraint condition; R refers to remark information constraint condition.Matching Model database table structure comprises the fields such as sequence number, model name, model parameter 1, model parameter 2, model parameter 3, model parameter 4, remarks, specifically as shown in table 2.

Table 2

Multi-Agent autonomous intelligence operational module (3) works based under JADE platform, and building of JADE environment comprises installation JDK, set and install JADE tri-steps, under seeing:

Step 1: install JDK; Download JDK6.0.X version, carry out default installation, C: Program Files Java jdk1.6.x;

Step 2: set; Mouse right click desktop " my computer ", select " attribute ", be switched to " senior " tab of " system property ", click again " environmental variance ", click " newly-built " button at new " system variable " window ejected, dialog box [newly-built system variable] will be ejected, input at " variable name " place: JAVA_HOME, " variate-value " place inputs: install java JDK position (as: C: Program Files Java jdk1.6.x), click " determination " button.Then, in " system variable " selection " path ", click " editor ", eject dialog box, general " %JAVA_HOME% bin; " copy to the foremost of variate-value text box.Click is determined; Then, click in " system variable " window " newly-built " button, ejecting " variable name " place input of dialog box " newly-built system variable ": CLASSPATH, " variate-value " place inputs: ".; %JAVA_HOME% lib; %JAVA_HOME% lib tools.jar ", then click determine.Java JDK installs, and tests under CMD environment window, input " java-version ", and current java JDK version is installed in display, then meaning is installed correct.

Step 3: install JADE; The jade of latest edition is downloaded and decompress(ion) from official website (http://jade.tilab.com/), these five files of http.jar, iiop.jar, jade.jar, jadeTools and commons-codec-1.3.jar of being included under JADE-BIN-3.7/jade/lib/ catalogue are set in environmental variance classpath, and input in order line: " java jade.Boot – gui ", if jump out the graphical interfaces of jade, the success of JADE environmental structure.

Fig. 3 shows Agent Platform Management Interface of the present invention.After Agent is created startup, automatically will be detected by JADE platform, and show in a reservoir, container in this example has 4, Main-Container, Container-1, Container-2, Container-3 respectively, mouse chooses Container-1, and presses right button by the popup menu of display Agent management, can carry out the operation creating new Agent, container files or deletes.Having been come by behavior class alternately between Agent, the behavior that three kinds main is had in JADE, i.e. One-shot Behaviours (simple behavior), Cyclic behaviours (circulation behavior) and Generic behaviours (common behavior), each behaviour inherits onStart () and the onEnd () method of jade.core.behaviours.Behaviours, and onStart () method performs that action () is front to be called in first time, for initialization context, and onEnd method returns in done () method to be called very afterwards, for doing some rehabilitations.In initial the onStart () method of order Agent, such as add two behavior class RecvSupplyBehavior, QuerySupplyBehavior carry out circulation reception order offer message and inquiry order supply option respectively, add the operation of nullifying Agent in onEnd () method.

Fig. 4 shows medicine equipment order processing process flow diagram of the present invention.Wherein:

As shown in flow process 4, medical supplies business arrives first the registration of JADE platform;

As shown in flow process 5, JADE platform provides Medical Instrument Information in user's man-machine interface;

As shown in flow process 6, Medical Instrument Information webpage is browsed by medicine equipment demand businessman;

As shown in flow process 7, medicine equipment demand businessman submits normal order or the order containing individual demand to;

As shown in flow process 8, the medicine equipment order that JADE platform is submitted to for medicine equipment demand businessman judges, then analyzes medicine equipment order and splits;

As shown in flow process 9, the order Agent in JADE platform carries medicine equipment sequence information to suppliers;

As shown in flow process 10, the order Agent that device supply business Agent and JADE platform movement are come holds consultation;

As shown in flow process 11, device supply business Agent returns negotiation result, is still carried by order Agent and gets back to JADE platform;

As shown in flow process 12, JADE platform returns to medicine equipment demand businessman order supply option.

Annex

Annex 1

The code sample generating the create_order_id () function of order number is as follows:

Claims (3)

1. the implementation method of a medicine equipment B2B websites order Intelligent Matching, it is characterized in that, comprising: order release module, order matching module and multi-Agent autonomous intelligence operational module totally three modules, and four steps of order coupling performed by flow process, wherein

Described order release module, be made up of order number generation and order contents, when the model needing the businessman user buying medicine equipment to fill in required medicine equipment on medicine equipment B2B websites, quantity, price, time of delivery, logistic requirements, after remark information, order will be created, its order number generates according to order number create-rule, now order status is " creating ", then after user performs the operation of issuing order, order status becomes " issuing ", now, order Agent will be synchronously created out on JADE (Java Agent Development Framework) platform,

Described order matching module, mates flow process by Matching Model storehouse and order and forms, for Auto-matching in the medical supplies business from registration go out to meet issue the supplier of order contents constraint condition;

Described multi-Agent autonomous intelligence operational module, comprise: order management Agent, resource management Agent, device supply business Agent and logistics service provider Agent, they carry out management and control by Multi-Agent model workflow, autonomous intelligence ground with order release module and order matching module mutual, thus complete order coupling, wherein

Order management Agent: for carrying out following the tracks of to the state of order and managing, the state of order has " creating ", " issuing ", " completing " three kinds;

Resource management Agent: for the management increasing the information of medical supplies business, logistics service provider and registered enterprise user, delete, change, look into;

Device supply business Agent: the product for providing device supply business manages, the behavior comprised has ManageProductPrice (management apparatus behavior price) and ManageProductService (management apparatus service behavior);

Logistics service provider Agent: the service for providing logistics service provider manages, the behavior comprised has ManageLogisticsPrice (behavior price is transported in management logistics), ManageLogisticsService (management logistics service behavior) and ManageLogisticsValidTime (behavior of the management logistics term of validity).

2. the implementation method of a kind of medicine equipment B2B websites order Intelligent Matching according to claim 1, is characterized in that: described order matching module, mates flow process form by Matching Model storehouse and order, wherein,

Matching Model storehouse: according to price, build model to the model constrained condition specified by delivery date and remark information, be stored in Matching Model storehouse, for medicine equipment order price minimum and the shortest to delivery date constructed by model bank as follows:

In above formula,

I=1 ... m, confession under directions the medical supplies business of order product should have m;

J=1 ... n, refers to that the logistics service provider being responsible for transporting this order product has n;

P _irefer to the price that i-th candidate supplier provides;

T _jrefer to the delivery required time that jth candidate's logistics service provider provides;

Order coupling flow process: four steps comprised are as follows:

Step 1: order contents is decomposed; Order is decomposed according to the price in order contents, time of delivery, logistic requirements, remark information;

Step 2: select Matching Model; According to the demand of order user select from Matching Model storehouse price priority model, to delivery date priority model, remark information priority model or the built-up pattern them;

Step 3: perform Intelligent Matching; In JADE platform invoke step 2, selected model carries out Intelligent Matching;

Step 4: output matching result; , list the result medical supplies business and logistics service provider that meet coupling, according to order of quality list display from top to bottom.

3. the implementation method of a kind of medicine equipment B2B websites order Intelligent Matching according to claim 1, it is characterized in that: described multi-Agent autonomous intelligence operational module, carry out management and control by Multi-Agent model workflow, its workflow is as follows:

Flow process 1: obtain address to be migrated; Order Agent gets the address information of first medicine equipment target offerings business from resource management Agent;

Flow process 2: start migration: order Agent carries the address transfer of demand enterprise customer sequence information to medicine equipment target offerings business;

Flow process 3: mutual with supplier: order Agent moves to target offerings business place, carries out alternately, getting the answer result of device supply business Agent with device supply business Agent;

Flow process 4: return results: order Agent is carried at the answer result that device supply business locates to obtain, demand enterprise customer place is got back in migration again;

Flow process 5: judge: order management Agent judges whether this result meets order constraint condition, if met, preserve the information of this medicine equipment target offerings business, then the address information of next medicine equipment target offerings business is obtained from resource management Agent, if also have the address information of next medicine equipment target offerings business, then proceed to flow process 2; If there is no next address information, then proceed to flow process 6;

Flow process 6: terminate: whole medicine equipment target offerings business that flow process 5 is preserved by order management Agent list, and return to demand enterprise customer, process ends after selecting for it.